AI will define the next era of war and deterrence, just as the atomic bomb did in WWII. The only solution is to rapidly integrate AI into warfighting. Donovan is an AI-powered platform to help operators understand, plan, act in minutes instead of weeks. https://
scale.com/donovan
SAFETY
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AI Platform Accelerates Military Decision Making and Warfighting
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Competing AGIs and existential risks to human survival
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Say waaaat? “What's the easiest way to get what you want? Power. Alternatively, competing AGIs might use Earth's resources in ways incompatible with our survival. We could starve, boil or freeze”
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Study on Chain-of-Thought Faithfulness and Model Bias
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Really cool paper studying the faithfulness of chain-of-thought (CoT): http://
arxiv.org/abs/2305.04388 The paper uses a biased prompt to try to mislead the model. For example, all few-shot exemplars could be answer (A), or they could add a suffix such as "I think the answer is but -
NIST AI Risk Management Framework for Organizations and Society
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AI Risk Management Framework In collaboration with the private and public sectors, NIST has developed a framework to better manage risks to individuals, organizations, and society associated with artificial intelligence (AI). https://
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Ethical AI Principles Boost Brand Reputation and Profitability
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"Adherence to ethical AI principles usually spells a win-win proposition in terms of a company’s brand reputation and P/L (profit and loss) results." #ResponsibleAI
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Understanding and Adjusting AI System Values Approach
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This isn’t a perfect approach but it does make the values of the AI system easier to understand and easier to adjust as needed.
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Constitutional AI: Claude’s values and constitution explained
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In this post, we explain what Constitutional AI is, what the values in Claude’s constitution are, and how we chose them:
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Constitutional AI: Encoding Values Into Language Models
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How does a language model decide which questions it will engage with and which it deems inappropriate? We use Constitutional AI to more directly encode values into our language models.
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Constitutional AI Approach and Training Framework Published
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We’ve now published a post describing the Constitutional AI approach, as well as the constitution we’ve used to train Claude:
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Constitutional AI Enables Explicit Values for Language Models
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Our research on Constitutional AI allows us to give language models explicit values determined by a constitution, rather than values determined implicitly via large-scale human feedback.